Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-18 0.195828 0.216497 0.239299 0.266484 0.298224 0.334378 0.379055
2025-05-25 0.157134 0.183715 0.215522 0.257024 0.310721 0.379283 0.475926
2025-06-01 0.135294 0.164394 0.201266 0.252677 0.324684 0.425623 0.585269
2025-06-08 0.121489 0.152067 0.192587 0.252205 0.341473 0.477350 0.716768
2025-06-15 0.111870 0.143508 0.187038 0.254120 0.360720 0.535891 0.879181
2025-06-22 0.100074 0.130457 0.173313 0.241457 0.354313 0.550251 0.966368
2025-06-29 0.091210 0.120583 0.162931 0.232181 0.351277 0.569009 1.069278
2025-07-06 0.084462 0.113107 0.155248 0.225991 0.352113 0.594664 1.198654
2025-07-13 0.081555 0.110972 0.155353 0.232382 0.376279 0.672423 1.498395
2025-07-20 0.079408 0.109742 0.156653 0.240829 0.405787 0.770604 1.927362
2025-07-27 0.077299 0.108356 0.157497 0.248473 0.435159 0.878789 2.492510
2025-08-03 0.075369 0.107069 0.158324 0.256108 0.466071 1.003038 3.275489
2025-08-10 0.071972 0.103271 0.154711 0.255136 0.478553 1.084928 4.013150
2025-08-17 0.067190 0.096941 0.146279 0.243844 0.465294 1.087379 4.344190
2025-08-24 0.063879 0.092843 0.141458 0.239273 0.467455 1.139998 5.104925
2025-08-31 0.061458 0.090071 0.138764 0.238714 0.479474 1.231326 6.398412
2025-09-07 0.059566 0.088065 0.137274 0.240457 0.497803 1.355175 8.462318
2025-09-14 0.055991 0.083001 0.129848 0.228726 0.478037 1.326008 8.819849
2025-09-21 0.053079 0.078951 0.124077 0.220125 0.465694 1.323622 9.587374
2025-09-28 0.050738 0.075784 0.119774 0.214380 0.460511 1.350163 10.965350
2025-10-05 0.050025 0.075406 0.120676 0.220310 0.489923 1.544733 16.893664
2025-10-12 0.049559 0.075427 0.122326 0.228143 0.527123 1.807987 29.813178
2025-10-19 0.049005 0.075258 0.123584 0.235223 0.564129 2.109248 58.914325